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Visual Reasoning for Uncertainty in Spatio-temporal Events of Historical Figures

IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics

The development of digitized humanity information provides a new perspective on data-oriented studies of history. Many previous studies …

Wei Zhang , Siwei Tan , Siming Chen , Linhao Meng , Tianye Zhang , Rongchen Zhu , Wei Chen

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ChartNavigator: An Interactive Pattern Identification and Annotation Framework for Charts

IEEE TKDE | IEEE Transactions on Knowledge and Data Engineering

Patterns in charts refer to interesting visual features or forms. Identifying patterns not only helps analysts understand the …

Tianye Zhang , Haozhe Feng , Wei Chen , Zexian Chen , Wenting Zheng , Xiaonan Luo , Wenqi Huang , Anthony Tung

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SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations

AAAI | Proceedings of the AAAI Conference on Artificial Intelligence

Semi-supervised variational autoencoders (VAEs) have obtained strong results, but have also encountered the challenge that good ELBO …

Haozhe Feng , Kezhi Kong , Minghao Chen , Tianye Zhang , Minfeng Zhu , Wei Chen

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KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation

ICML | Proceedings of the Thirty-eighth International Conference on Machine Learning

Conventional unsupervised multi-source domain adaptation (UMDA) methods assume all source domains can be accessed directly. This …

Haozhe Feng , Zhaoyang You , Minghao Chen , Tianye Zhang , Minfeng Zhu , Fei Wu , Chao Wu , Wei Chen

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